Brown the hamburger and season with taco seasoning and a little water. Cook the rice separately. Place everything except the cheese in a 9×13 baking pan and mix well. Bake covered at 350F (175C) for 30 minutes. Then uncover, add cheese to top, and bake 5 minutes more.